10 Jul 2026, 15:09 UTC24 views1 reactionsread 12 August 2026 How to choose between GPT-5.6 Sol, Terra, and Luna + reasoning? Explaining practically using real-world examples.
I break down how to choose between GPT-5.6 models (Luna, Terra, Sol) and reasoning levels through a simple analogy with human attention: some tasks need more "memory for rules," others need more "time to think."
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#ai #gpt56 #aiagents #reasoning #llm #prompting #agenticcoding
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Signed Nek.12 - Automation
25 Jun 2026, 18:23 UTC33 views1 reactionsread 12 August 2026 Stop Babysitting Your Agents! Introducing Kent Workflows.
Explaining Kent Workflows - a new paradigm for working with agents that lets you turn manual agent management into a fully automated process where agents work in loops.
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#ai #personal #aiagents #workflows #kent #opensource #llm #automation #multiagent #agenticai
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Signed Nek.12 - Automation
15 Jun 2026, 13:14 UTC26 viewsread 12 August 2026 Meet Kent 2.0 - Your Coding Accomplice
Released Kent 2.0 - formerly Builder, now Kent with a new site at kent.sh. This release includes: system prompt customization, new subagents with config examples, performance and terminal fixes, system sleep prevention, and more.
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#development #ai #kent #aiagent #llm #subagents #systemprompt #localmodels #release #clitools
Signed Nek.12 - Automation
11 Jun 2026, 18:40 UTC22 viewsread 12 August 2026 I gave your agent access to Firefox - meet Firefox CLI
TL;DR: Firefox CLI is a CLI interface for controlling a real Firefox session with AI agents - a full equivalent of Agent Browser for Chrome, but better. Install once via an extension; supports Claude Code and Codex.
Firefox CLI is my new project - a CLI interface that lets your agent control your real Firefox session.
It's a full equivalent of Agent Browser wi…
Signed Nek.12 - Automation
25 May 2026, 13:02 UTC20 views1 reactionsread 12 August 2026 MCP is Deprecated
MCP has fundamental architectural problems - it pollutes context, kills flexibility, and creates security risks. For agents with terminal access, CLI is a far better alternative, and it's time to stop using MCP.
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#ai #development #mcp #cli #aiagents #llm #anthropic #contextengineering #harnessengineering #bash
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Signed Nek.12 - Automation
1 May 2026, 12:37 UTC26 viewsread 12 August 2026 Claude-pilled: why complex agent workflows are working against you
Complex systems of agents, slash commands, and orchestrators aren't progress - they're micromanagement that gets in the way of frontier models doing their best work. Here's why the simple approach works better, and how I actually work.
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#ai #development #llm #agents #claude #prompting #workflow #context #tokens #claudecode #aidevelopment #…
Signed Nek.12 - Automation
10 Apr 2026, 10:37 UTC30 viewsread 12 August 2026 Builder 0.10.1 update:
• Fast async file search: type @query -> Tab to autocomplete.
• Token counter improvements: counts context much more accurately, which makes it feel like you have ~+15% more context window.
• Compact, rollback, and supervisor no longer invalidate caches, saves a lot of money.
• You can pick a different model for supervisor right during onboarding
• You can skip sign in, e.g. for usin…
Signed Nek.12 - Automation
9 Apr 2026, 11:11 UTC25 views1 reactionsread 12 August 2026 How Does My Agent Survive 37+ Compactions in a Row? A Deep Dive into Proactive Compact in Builder
Explanation of Builder's advanced compaction algorithm and how it lets the agent run for dozens of sessions in a row without losing context or making unnecessary stops.
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#ai #development #builder #compaction #claude #codex #agentai #llm #context #buildercli #opensource
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Signed Nek.12 - Automation
7 Apr 2026, 15:39 UTC20 views2 reactionsread 12 August 2026 I got tired of every existing coding agent. So I built my own - Builder.
Introducing Builder - a free, open-source coding agent built for professional engineers. Outperforms Codex and is already available on GitHub.
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#ai #development #agenticcoding #opensource #codingagent #builder #claudecode #codex #ai #devtools
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Signed Nek.12 - Automation
27 Mar 2026, 11:08 UTC21 viewsread 12 August 2026 I switched to a tiling window manager on macOS. Full breakdown: Aerospace, Amethyst, and Yabai
Switching to a tiling window manager became a necessity for me as the number of parallel agentic workflows kept growing. Here's a full breakdown of three options for macOS (Aerospace, Amethyst, Yabai) - pros, cons, and conclusions.
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#personal #development #macos #tilingwm #yabai #aerospace #amethyst #windowmanag…
Signed Nek.12 - Automation
23 Feb 2026, 12:10 UTC19 views1 reactionsread 12 August 2026 Gemini finally fixed, Google and Anthropic shot themselves in the foot, and OpenAI is farming karma - weekly news.
TL;DR: Google released Gemini 3.1 Pro with fixed tool calling, Anthropic and Google started aggressively banning subscription use outside their own tools, while OpenAI keeps actively supporting OpenClaw and is gearing up for GPT-5.3.
Gemini finally fixed tool calling
I just wrote in my last post about…
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Signed Nek.12 - Automation
18 Feb 2026, 12:35 UTC16 viewsread 12 August 2026 I spent $150 and 5 days testing OpenClaw with all top models. My verdict on the future of AI assistants.
Spent 5 days and $150+ testing OpenClaw with different AI models. GPT is a robot without personality, Gemini has great character but can't work properly, Opus is perfect but costs $100/day. OpenClaw is still full of bugs (4000 issues, 3000 PRs).
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#ai #personal #openclaw #aiassistants #claudeopus #gpt #…
Signed Nek.12 - Automation
Showing the 12 most recent of 20 posts we hold for @nek_12_personal_en. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.